SIGs/HC

Heterogeneous Computing Special Interest Group

Mission

To encourage the packaging and accessibility of heterogeneous computing projects in Fedora and EPEL. This includes machine learning, OpenCL, and scientific computing.

Communication

While separate from the AI/ML SIG, we do share communication channels for now. If you're interested, please join us on:

• #ai-ml@fedoraproject.org Matrix room
• #fedora-ai-ml on libera.chat IRC (NOTE: With the recent Matrix/IRC bridge issues, there may not be much activity on IRC. More conversation happens in the Matrix room)
• #ai-ml-sig on Fedora's Discourse instance

Members/Packagers/Reviewers

• Jeremy Newton (ROCm related)
• Felix Schwarz (currently busy with certbot, borgbackup, WeasyPrint)
• Benson Muite
• Morgan Hough (Intel related while testing SODECL on Intel NUCs)
• Tom Rix (ROCm)
• Tim Flink
• Brian Lu
• Jonathan Steffan
• David DUncan (currently working on Fedora Cloud Edition and want to build Deep Learning Images for public cloud)

Please add your name above if you want to help.

Tasks

• Package and make HC related projects more accessible to users (such as OpenCL, AMD's ROCm HIP, Intel oneAPI, SYCL, Vulkan, OpenGL, etc.)
• Document installation, packages, and general use cases
• Translation of wiki pages and documentation (if applicable)

AMD's ROCm (HIP,OpenCL)

Package status

Below is a list of ROCm packages with their status. If something isn't packaged in Fedora or EPEL, feel free to take it!

For reference, pytorch still requires: rocblas, miopen, rocfft, hipfft, hipsparse, rccl, rocprim, hipcub, rocthrust

Name	Fedora Package	EPEL?	Upstream package name	Upstream URL	Notes
roct-thunk-interface	hsakmt	Yes	hsakmt-roct	https://github.com/radeonopencompute/roct-thunk-interface
rocr-runtime	rocm-runtime	Yes	hsa-rocr	https://github.com/radeonopencompute/rocr-runtime
rocminfo	rocminfo	Yes	rocminfo	https://github.com/radeonopencompute/rocminfo
rocm-compilersupport	rocm-compilersupport	Yes	comgr	https://github.com/radeonopencompute/rocm-compilersupport
rocm-device-libs	rocm-device-libs	Yes	rocm-device-libs	https://github.com/radeonopencompute/rocm-device-libs
opencl-icd-loader			rocm-ocl-icd	https://github.com/KhronosGroup/OpenCL-ICD-Loader	Fedora already has ocl-icd, but the khronos version is required for GL-CL interop support
rocm-opencl-runtime	rocm-opencl	Yes	rocm-opencl	https://github.com/radeonopencompute/rocm-opencl-runtime	rocm-opencl is now a sub-package of rocclr in Fedora 38+
rocm_smi_lib	rocm-smi		rocm-smi-lib	https://github.com/radeonopencompute/rocm_smi_lib
amdsmi	amdsmi		amdsmi	https://github.com/ROCm/amdsmi
hipamd	rocm-hip		hip-runtime-amd	https://github.com/rocm-developer-tools/hipamd	rocm-hip is a subpackage of rocclr
hipcc	hipcc		hip-[devel,docs]	https://github.com/rocm-developer-tools/HIP	hipcc is a subpackage of rocclr
hip-samples			hip-samples	requires better cmake infra from upstream
rocm-cmake	rocm-cmake		rocm-cmake	https://github.com/radeonopencompute/rocm-cmake	Needed by most of the roc* and hip* packages below
hipblas	hipblas		hipblas	https://github.com/rocmsoftwareplatform/hipblas
hipsparse	hipsparse		hipsparse	https://github.com/rocmsoftwareplatform/hipsparse
rocalution	rocalution		rocalution	https://github.com/rocmsoftwareplatform/rocalution
rocblas	rocblas		rocblas	https://github.com/rocmsoftwareplatform/rocblas
rocfft	rocfft		rocfft	https://github.com/rocmsoftwareplatform/rocfft
hipfft	hipfft		hipfft	https://github.com/rocmsoftwareplatform/hipfft
rocmvalidationsuite			rocm-validation-suite	https://github.com/rocm-developer-tools/rocmvalidationsuite	requires rocblas, rocm_smi_lib
rocprim	rocprim		rocprim	https://github.com/rocmsoftwareplatform/rocprim
rocrand	rocrand		rocrand	https://github.com/rocmsoftwareplatform/rocrand
hiprand	hiprand		rocrand	https://github.com/rocmsoftwareplatform/rocrand	Used to be a subpackage of rocrand
rocsolver	rocsolver		rocsolver	https://github.com/rocmsoftwareplatform/rocsolver
rocsparse	rocsparse		rocsparse	https://github.com/rocmsoftwareplatform/rocsparse
rocthrust	rocthrust		rocthrust	https://github.com/rocmsoftwareplatform/rocthrust
hipcub	hipcub		hipcub	https://github.com/rocmsoftwareplatform/hipcub
rccl	rccl		rccl	https://github.com/rocmsoftwareplatform/rccl	no gfx10,gfx1103 support
miopen	miopen		miopen	https://github.com/rocmsoftwareplatform/miopen
tensile	python-tensile		?	https://github.com/rocmsoftwareplatform/tensile
rocdbgapi	In Review		rocm-dbgapi	https://github.com/rocm-developer-tools/rocdbgapi	Review Link
rocgdb	In Review		rocm-gdb	https://github.com/rocm-developer-tools/rocgdb	A fork of gdb with ROCm related addons, Requires rocdbgapi Review Link
rocprofiler			rocprofiler	https://github.com/rocm-developer-tools/rocprofiler	BLOCKED - requires hsa-amd-aqlprofile, a closed source package
roctracer	roctracer		roctracer	https://github.com/rocm-developer-tools/roctracer
composable_kernel			composable_kernel	https://github.com/ROCmSoftwarePlatform/composable_kernel	trix is working on this
hipify	hipify		hipify	https://github.com/ROCm-Developer-Tools/HIPIFY
hipblaslt	hipblaslt		hipblaslt	https://github.com/ROCm/hipBLASLt

HW Support

Upstream only officially supports x86_64, but they are open to pcc64le and arm64 patches

Some ROCm packages in Fedora are built for all 64bit little endian systems (x86_64, arm64, ppc64le), but official support is for x86_64.

HW support is highly dependent on LLVM version included in Fedora, so if you have newer HW, you might need to wait for newer LLVM versions to be introduced to Fedora (usually in the spring and the autumn).

Note that your millage may vary, as pre vega HW on ROCm is experimental, missing functionality, and not guaranteed to work on all HW

Installation

Setup

To enable access to GPU resources for non-root users, the users must be added to the video (graphics) and render (compute) group. The AMD ROCm Installation Guide (6.0.0) recommends the video and render group for all ROCm-supported operating systems.

To add the current user to the render group:

   sudo usermod -a -G render,video $LOGNAME

To check for ROCm support of the running HW, you can install and run rocminfo:

   sudo dnf install rocminfo
   rocminfo

OpenCL

ROCm OpenCL can be installed with:

   sudo dnf install rocm-opencl

As well, rocm-clinfo or clinfo can be installed to verify it is working, e.g.:

   sudo dnf install rocm-clinfo
   rocm-clinfo

HIP

HIP is included in Fedora 39 and is pending for Fedora 38. For Fedora 38, you will need to add --enable-repo=updates-testing to dnf if it's not available yet.

Install with:

   sudo dnf install rocm-hip

For use with Blender, you might need to also install "rocm-hip-devel" if it does not detect HIP.

Intel

TODO: incomplete, take me!

Packages

Packages that use HC

Blender

Build with:

   rpmbuild --with rocm